UK's First AI-Native Spec Drift Intelligence Platform

Detect Change.
Prevent Risk. Stay Compliant.

SpecDriftGS is an AI-native compliance intelligence platform for regulated product businesses. We continuously monitor supplier specifications, allergen statements, and certificates detecting when upstream changes create downstream compliance risk before it reaches your labels, customers, or auditors.

SpecDriftGS · Live Compliance Engine

Compliance Intelligence Dashboard

LIVE
DC
Drift Events Detected This Month 47 Alerts ↑22%
AR
Allergen Risk Items Caught 12 Critical ↑Saved
CS
Certificate Scope Changes 8 Reviewed ✓
AT
Audit Trail Completeness 100% Traced ↑
98%
Compliance Accuracy Rate
AI Governed · Explainable · Audit-Ready
The UK Compliance Crisis

UK Food Businesses Are Losing Millions to
Silent Specification Drift.

With approximately 24,880 SMEs in UK food and drink manufacturing and £148 billion in sector turnover, the compliance burden is enormous. Supplier documents change constantly, yet most businesses rely on manual review missing critical allergen updates, certificate scope changes, and packaging declaration drift until it's too late.

98.8%
Of UK food & drink businesses are SMEs most lacking automated compliance monitoring for supplier document changes
48%
Of food & beverage suppliers still use manual spreadsheets for document tracking creating hidden allergen and labelling risk
69%
Of food & drink brands still rely on manual processes like email and spreadsheets for external document exchanges
£148B
UK food & drink sector turnover all exposed to supplier specification drift risk if compliance intelligence is absent
Core Intelligence Modules

Six Modules. One Complete Compliance Intelligence Platform.

SpecDriftGS combines multi-channel document ingestion, structured extraction, semantic drift detection, blast-radius mapping, risk scoring, and workflow automation all in one unified AI-native SaaS platform.

Module 01

Multi-Channel Document Ingestion

Receive supplier evidence through email forwarding, manual upload, supplier portal, or API connectors wherever documents arrive.

The ingestion layer captures supplier revisions, allergen statements, change notices, and certificates through all channels your team already uses. Email forwarding routes inbox attachments automatically. The supplier portal gives external parties a controlled upload environment. API connectors enable future integration with upstream systems ensuring no critical update gets trapped in an email chain.
Module 02

Semantic Drift Detection Engine

Goes beyond version tracking determines whether a change is materially meaningful from a compliance perspective.

When a supplier changes "rice flour" to "wheat flour," most systems see edited text. SpecDriftGS sees a new declarable allergen. When a certificate is renewed with narrower scope, we identify a potential loss of approval support. This domain-aware interpretation is the core innovation AI extraction combined with structured normalisation and explainable compliance reasoning.
Module 03

Blast-Radius Graph Mapping

Maps every downstream consequence of an upstream change from raw materials to finished SKUs, labels, claims, and customer documents.

The blast-radius model is SpecDriftGS's most powerful differentiator. Rather than stopping at "something changed," the platform links one upstream change to its full network of dependent records. Which SKUs are affected? Which labels need review? Which customer submissions are now at risk? The platform answers all four critical questions: what changed, why it matters, what else is exposed, and who needs to act.
Why SpecDriftGS

Built for Regulated Industries.
Not Just a Document Manager with an AI Badge.

Semantic Change Detection

Determines whether a supplier-side change is materially meaningful not just that a file changed. Domain-aware interpretation that understands allergens, certificates, and regulatory significance.

Downstream Impact Mapping

The blast-radius model links one upstream change to all dependent records across raw materials, finished SKUs, labels, claims, customer documents, sites, and markets.

Explainable AI Compliance

In regulated settings, black-box alerts are not enough. SpecDriftGS provides full explainability what evidence triggered the alert, what logic applied, and what action should follow.

Audit-Ready Evidence Trail

Every decision is supported by evidence and traceability. Review, escalation, and closure are all recorded giving you structured audit-ready documentation at any time.

SME-Optimised for Lean Teams

Smaller technical, QA, and regulatory teams can manage far more complexity without becoming overstretched or dependent on a single expert who carries all the knowledge.

Integrates With Existing Systems

Sits alongside existing ERP, QMS, or specification platforms. Multi-channel ingestion means no need to redesign existing document flows from day one.

About Us

Built by a Compliance Expert Who Lived the Problem.
Designed for the AI-Native Era.

SpecDriftGS is a UK-based AI-native SaaS venture addressing one of the most persistent operational gaps in regulated industries: the silent compliance failures caused when supplier documentation changes but downstream records do not. Founded with a deep understanding of food safety, quality systems, and regulatory compliance, we are solving a problem that existing document management and specification tools consistently leave unresolved.

Vision & Mission

To Become the Leading Compliance Intelligence Platform
for Regulated Product Supply Chains.

Our Vision

To define a new category of compliance technology not simply storing documents or managing approvals, but continuously interpreting upstream change and translating it into downstream business action. To become the trusted intelligence layer between supplier documentation, internal product records, regulatory obligations, and market-facing claims.

Our Mission

To prevent silent compliance failures by transforming fragmented supplier document changes into real-time, explainable risk intelligence and structured corrective action enabling businesses to move from reactive compliance management to proactive compliance control.

Core Values

What Drives Everything We Build

Innovation

Building a domain ontology for regulated supplier evidence that goes beyond simple version comparison to semantic change interpretation a genuinely new category of compliance intelligence.

Accuracy

A commitment to high-fidelity change detection and the elimination of the "drift intelligence gap" ensuring no compliance-critical supplier update is missed, misunderstood, or acted on too late.

Explainability

AI that shows its reasoning. In regulated settings, decisions must be supported by traceable evidence not just an alert. Every SpecDriftGS finding comes with full evidence and logic.

Scalability

Starting with UK food and drink manufacturers, then expanding into supplements, cosmetics, medical nutrition, and beyond a repeatable intelligence model for any regulated product supply chain.

Partnership

Working alongside auditors, technical consultants, and industry bodies to build trust in a new category of compliance intelligence not competing with existing tools but augmenting them.

Integrity

Full UK GDPR compliance, responsible AI governance, human-in-the-loop design, and transparent data practices because our customers operate in environments where trust is everything.

Our Team

Founder-Led, Expert-Built

ST

Shweta Thapliyal

Founder & CEO · SpecDriftGS

A highly motivated and results-driven professional with a proven track record in sales, marketing, and project management. MSc in Business Management from the University of Stirling, and B.Tech in Biotechnology bringing a unique combination of scientific understanding and commercial expertise to the compliance intelligence space. With experience at Abbott India, Wilson's Seasonings, and Healthcare Access Solutions, Shweta understands the operational reality of regulated industries and the gap that SpecDriftGS is built to solve.

MSc Business Management B.Tech Biotechnology HubSpot Certified VETASSESS Specialist Jira PM Certified
AG

Advisory Group

Food Safety · Regulatory · Technology

SpecDriftGS is supported by advisors with deep expertise in UK food safety compliance, regulatory labelling, supply chain quality management, and AI-native software development. Our advisory network includes food technical consultants, BRCGS and FSSC auditors, and technology architects with regulated-industry experience ensuring the platform reflects real operational needs, not theoretical frameworks.

BRCGS Expertise FSSC 22000 Food Safety Law AI Architecture
The Platform

Six Features. One End-to-End
Compliance Intelligence Workflow.

SpecDriftGS is not a document repository with AI added on top. It is an end-to-end compliance intelligence workflow built specifically to detect when supplier-side changes create downstream compliance risk and to convert that detection into structured, auditable action.

Full Feature Set

Every Feature Built Around One Question:
What Changed, and Does It Matter?

Feature 01

Multi-Channel Document Ingestion

Email forwarding, manual upload, supplier portal, and API connectors. Captures supplier evidence through every channel your team already uses ensuring no update gets missed.

Feature 02

Structured Extraction Engine

Converts semi-structured or unstructured supplier PDFs into normalised compliance data allergen fields, certificate attributes, claim statements, and packaging declarations all structured for analysis.

Feature 03

Semantic Drift Detection

Determines whether a change is materially meaningful from a compliance perspective. Not just version comparison domain-aware interpretation that understands allergens, certifications, and regulatory significance.

Feature 04

Blast-Radius Graph

Maps one upstream change to all affected downstream records finished SKUs, labels, customer documents, sites, and markets. Answers: what changed, why it matters, what is exposed, who must act.

Feature 05

Risk Scoring & Prioritisation

Automatically prioritises findings by compliance severity allergen alerts flagged as critical, certificate scope changes as high, packaging drift as moderate so teams act in the right order.

Feature 06

Workflow Automation & Audit Trail

Structured corrective action workflows with full audit trail and decision traceability. Every review, escalation, and closure is evidence-linked audit-ready at any time, for any inspector.

Competitive Position

SpecDriftGS vs Existing Solutions

Capability Document Storage Generic PLM QMS Workflow Spec Platforms SpecDriftGS
Semantic change detectionNoNoNoNo✓ Domain-aware AI
Blast-radius impact mappingNoNoNoNo✓ Proprietary Graph
Allergen drift detectionNoLimitedNoManual only✓ Automated AI
Certificate scope comparisonNoNoNoNo✓ Structured diff
Explainable risk reasoningNoNoNoNo✓ Full evidence trail
Audit-linked decision historyLimitedLimitedYesLimited✓ End-to-end
SME-accessible pricingVariesHigh costHigh costModerate✓ From £300/mo
Market Analysis

A £148 Billion Sector With a Critical Compliance Gap.
SpecDriftGS Is the Solution.

The UK food and drink manufacturing sector employs approximately 24,880 SMEs (98.8% of businesses) with £37 billion GVA and £148 billion turnover. These businesses face real, ongoing compliance obligations around allergen information and labelling but most lack the automation capacity to manage supplier-driven specification drift systematically.

Market Data & Intelligence

The Numbers Behind the Opportunity

UK Food & Drink SME Market by Segment

Target addressable market across UK regulated product categories

Primary Compliance Pain Points in UK Food Businesses

Key challenges driving adoption of SpecDriftGS

SpecDriftGS vs Competitors Capability Radar

Platform capabilities vs existing compliance tools

Global AI Compliance Platform Market Growth 2022–2030

Global market growth (USD B) + UK AI adoption trajectory (%)

Financial Projections

3-Year Revenue Trajectory

Y1 Pilot
£300/mo pilot pricing · proving willingness to pay · first 10–15 UK food manufacturers · validate product-market fit
Y1 Start
£450/mo starter · £650/mo growth · building first paying customer base across UK food & drink manufacturing SMEs
Y2 Scale
£550–£1,250/mo · full UK launch · POS/ERP integrations · supplements and nutraceuticals expansion begins
Y3+
Cosmetics, medical nutrition, pharma-adjacent quality environments · geographic expansion · full multi-sector platform
How It Works

From Fragmented Supplier Updates
to Structured Compliance Intelligence

SpecDriftGS operates as a closed-loop compliance intelligence lifecycle: detect change → interpret meaning → map impact → trigger action → preserve evidence. Every step is designed to convert incoming supplier documents into controlled, auditable compliance decisions not just filed records.

The 6-Phase Compliance Intelligence Lifecycle

A Complete Operational Loop Not Just a Dashboard

Phase 01 · Ingest

Capture Every Supplier Document Update

SpecDriftGS ingests supplier evidence through all channels email forwarding, manual upload, supplier portal, and API connectors. Specifications, allergen statements, certificates, packaging declarations, and change notices are all captured automatically.

No supplier update gets trapped in an email inbox or a local file folder. The platform creates a structured record of every incoming document from the moment of receipt.

Email Forwarding Supplier Portal API Connectors
Phase 02 · Extract

Convert Documents Into Structured Compliance Data

Once received, the platform converts unstructured supplier PDFs into normalised compliance data. Allergen fields, certificate scope attributes, claim statements, ingredient lists, and packaging declarations are all structured for downstream analysis.

This extraction layer is critical downstream drift detection depends entirely on the accuracy and consistency of how supplier evidence is interpreted and recorded.

Phase 03 · Detect

Identify Meaningful Change Not Just File Versions

Semantic drift detection compares structured data from new and previous documents to determine whether a change is materially meaningful. "Rice flour" changed to "wheat flour" is not just edited text it is a new declarable allergen. A renewed certificate with narrower scope is not just a new file it may invalidate an existing approval.

Allergen Changes Certificate Scope Drift Packaging Declaration
Phase 04 · Map

Blast-Radius: Who and What Is Affected?

The blast-radius graph maps every downstream consequence of one upstream change. Which finished SKUs rely on this ingredient? Which labels carry this claim? Which customer submissions reference this certificate? Which markets are at risk?

The platform answers all four critical questions: what changed, why it matters, what else is now exposed, and who needs to act.

Phase 05 · Act

Structured Corrective Action Workflows

Risk-prioritised findings are routed into structured corrective action workflows. Critical allergen alerts are escalated immediately. Certificate scope issues are held for technical review. Lower-severity packaging drift is queued for scheduled review.

Every action is logged, time-stamped, and linked to the source evidence ensuring traceability throughout the remediation process.

Auto-Escalation Structured Review Workflow Closure
Phase 06 · Evidence

Audit-Ready Evidence at Every Step

Every decision is supported by evidence, traceability, and a clear record of review, escalation, and closure. Compliance managers can generate audit-ready documentation at any time showing exactly what was detected, when, by what logic, and what action was taken.

Decision Traceability Evidence Linking Audit Export
FAQ

Frequently Asked Questions

Everything you need to know about SpecDriftGS and what it means for your compliance operations in the AI-native era.

What is SpecDriftGS and why does my food business need it?

+
SpecDriftGS is an AI-native compliance intelligence platform designed to prevent silent compliance failures in regulated product businesses. It continuously monitors supplier specifications, allergen statements, and certificates detecting when upstream document changes create downstream risk for your labels, allergen declarations, product claims, and release decisions. Unlike generic document management, it determines whether a change is materially meaningful, maps the affected records, and triggers a structured corrective action workflow with full audit traceability.

How is this different from our existing specification management or QMS system?

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Existing systems typically store documents, manage approvals, or route quality workflows. They can tell you that a file changed but they cannot determine whether that change affects an allergen declaration, invalidates a product claim, narrows a certification scope, or creates a release risk. SpecDriftGS is specifically designed to answer those questions through semantic drift detection, domain-aware AI interpretation, and blast-radius impact mapping. It sits alongside your existing systems as a specialised intelligence layer, not a replacement.

What types of documents does SpecDriftGS monitor?

+
The platform monitors supplier specifications, allergen statements, certificates of conformance, packaging declarations, change notices, and any other supplier-side documentation that could affect your downstream compliance records. It is designed to handle the fragmented, semi-structured documents that regulated food businesses actually receive in practice not just clean, standardised data feeds.

What is "blast-radius mapping" and why does it matter?

+
Blast-radius mapping is SpecDriftGS's most distinctive capability. Rather than simply flagging that a supplier document changed, the platform maps all downstream records that depend on that document finished SKUs, labels, customer specifications, claims, approval statuses, and release decisions. This means your team immediately knows not just that something changed, but exactly what is now at risk and who needs to act. Most adjacent systems operate inside a single process boundary and cannot infer these cross-record consequences.

Is SpecDriftGS compliant with UK food safety and data regulations?

+
Yes. SpecDriftGS is designed to comply with UK GDPR and ICO guidance on AI and data protection. The platform supports compliance with the Food Standards Agency's allergen guidance and the UK's food labelling regulations. All AI reasoning is designed to be explainable and human-in-the-loop the platform supports your compliance decisions, it does not make autonomous regulatory determinations on your behalf.

Which sectors does SpecDriftGS serve?

+
Initially, SpecDriftGS is focused on UK food and drink manufacturers particularly SMEs with real compliance obligations but limited internal automation capacity. The platform is then planned to expand into importers of prepacked foods, supplements and nutraceuticals, cosmetics and personal care, medical nutrition products, and selected pharma-adjacent quality environments where supplier documentation, specification drift, and traceability are commercially critical.

How do I get started with SpecDriftGS?

+
Getting started is straightforward. We begin with a scoping session to understand your supplier document flows, compliance obligations, and existing systems. The platform connects to your incoming document channels through email forwarding or API integration, and we configure the blast-radius model around your product records. Most customers are running live compliance monitoring within days, not months. Book a demo to discuss your specific situation.
Pricing

Simple, Transparent Plans
Built for Regulated Businesses

From early-stage food manufacturers to scaling regulated product businesses SpecDriftGS has a plan that fits your compliance intelligence needs. Entry-level pricing designed to keep barriers low while proving value.

Year 1 · Pilot
Pilot Plan
£300/mo

For early-stage food businesses wanting to prove the value of automated drift detection before committing to a full deployment.

  • Core document ingestion (email + manual upload)
  • Structured extraction for up to 50 supplier documents
  • Basic semantic drift detection
  • Allergen change flagging
  • Simple blast-radius summary
  • Email alerts and notifications
  • Onboarding support included
Most Popular
Year 1 · Starter
Starter Plan
£450/mo

For food and drink SMEs with ongoing supplier change activity needing structured compliance monitoring and workflow automation.

  • All Pilot features
  • Full blast-radius graph mapping
  • Structured corrective action workflows
  • Certificate scope comparison
  • Packaging declaration drift detection
  • Risk scoring and prioritisation
  • Audit trail and decision traceability
  • Priority support
Year 1 · Growth
Growth Plan
£650/mo

For multi-SKU manufacturers or businesses with complex supplier networks requiring deeper integration and advanced workflow capabilities.

  • All Starter features
  • Supplier portal for external submissions
  • API connector access
  • Multi-site compliance monitoring
  • Advanced risk prioritisation engine
  • Customer submission impact tracking
  • Export-ready audit documentation
  • Dedicated onboarding specialist
Year 2 Pricing (Coming Soon)

Next-Stage Plans as the Platform Matures

Starter Y2 £550/mo

Stronger product capability, more live use cases, and broader workflow adoption reflecting Year 2 platform maturity.

Growth Y2 £950/mo

Expanded integration options, deeper blast-radius intelligence, and improved multi-supplier tracking for growing businesses.

Professional Y2 £1,250/mo

Full multi-sector capability, API ecosystem access, and dedicated compliance success management for complex regulated environments.

Contact Us

Book a Demo or Get in Touch

Whether you want to explore how SpecDriftGS fits your compliance operations, ask a technical question, or request a pilot we would love to hear from you.

Request a Demo

Why Book a Demo?

Our personalised demos show how SpecDriftGS would work with your specific supplier document flows, product records, and compliance obligations not a generic walkthrough. We demonstrate how semantic drift detection, blast-radius mapping, and corrective action workflows combine to catch the compliance failures that manual review consistently misses.

Website specdriftgs.co.uk
Email Us shwetathapliyal1@gmail.com
Phone +44 7721994265 · Shweta Thapliyal
UK Headquarters London, United Kingdom
Response Time Within 24 hours · Mon–Fri 9am–6pm GMT
Data Privacy UK GDPR Compliant · ICO Registered