Flomentum by Microbiocol AI

Compressed AI review workflows
for regulated documents

Flomentum helps regulated teams review critical documents with workflow compression, source-linked evidence, and inspection-ready audit trails. Every review cycle gets leaner, reducing compute, cost, and environmental impact.

ENVIRONMENTAL IMPACT

AI workflows should get
leaner over time, not louder

Most AI tools run every task as a fresh inference call. No compression, no caching, no reuse. Flomentum’s workflow compression reduces redundant compute with every review cycle. Peer-reviewed research shows prompt compression alone can cut token usage by 60–93%.

950 TWh
PROJECTED AI ENERGY BY 2030

90%
OF AI ENERGY GOES TO INFERENCE

60–93%
REDUCTION FROM COMPRESSION

Read Our Impact Research →

Product Architecture

Built on a controlled AI foundation

Flomentum is powered by MicroPrompt, the prompt and workflow runtime that tracks versions, provenance, and execution history.

FlomentumDocument Review Workflows
MicroPrompt RuntimePrompt and Workflow Runtime
TransferPilot AIWorkflow and Data Movement

Flomentum

From document upload to
defensible review record

Upload regulated documents. Run controlled AI reviews with defined prompts and model settings. Trace every finding back to its source. Approve with human control. Export the Review Evidence Package.

Build workflows from SOPs, protocols, batch records, and quality documents
Generate multiple workflow versions for structured review
Compare champion and challenger workflows before approval
Compress workflows while preserving locked facts
Sign or version-control approved workflows
Deploy to agents with tool permissions and full audit logs

Documents Reviewed
24
Source Match Rate
98.4%
Pending Approval
7
Evidence Records
1,247
● 18 Approved
● 4 In Review
● 2 Draft

Workflow Builder

Every AI output
needs evidence

Flomentum records how each review was run: source documents, document hashes, workflow version, prompt version, model settings, tool calls, findings, citations, reviewer decisions, and exported packages.

Upload SOPs and quality documents to extract workflow steps
Auto-generate multiple workflow versions from the same source
Select a champion workflow and test against challengers
Define pass/fail outcomes before deployment
Compress while preserving locked facts and critical context
Approve and version-lock before agents execute

$ flomentum review –source sop-042.pdf –evidence
  Extracting workflow steps… done
  Review complete: 14 findings
  All findings source-linked
  Generating evidence package…
  Compressing with fact-lock… done
  Review Evidence Package exported

Why Flomentum

Not a chatbot.
A controlled review workflow.

Generic AI tools can summarize documents, but regulated teams need more than answers. They need traceability, approval steps, version history, and defensible evidence.

Assign approved workflows to specific agents
Select model or harness per workflow
Connect approved tools: Gmail, Calendar, Drive, Slack, Stripe, and more
Set tool-call limits and human approval gates
Watch live tool activity as the agent executes
Full task history with every decision logged

Workflow: SOP-Review-v3
  Workflow: SOP-042-v2 (controlled)
  Source tracing: enabled
  Human approval gates: required
  Evidence package: auto-generated
  [TRACE] Finding linked to SOP Section 4.2…
  [APPROVE] Reviewer accepted with reason…
  Review Evidence Package ready

100%
Source Traceability
Full
Audit Trail
3
Products Shipping
0
Cloud Lock-In

Industries

Built first for pharma quality.
Designed to expand across regulated work.

Flomentum turns AI document review into a controlled, evidence-backed workflow for teams that cannot afford unverifiable outputs. Regulated teams across these industries use Flomentum to review, trace, approve, and export defensible review records.

Biotech & Pharma
Medical Device & Diagnostics
Clinical Research & CRO/Site Ops
Financial Compliance & Audit
Insurance Operations
Government Contractors & Federal Compliance

Who It’s For

For teams that need proof,
not just AI output

Quality & Compliance Leaders

Who need every AI-assisted workflow to be traceable, versioned, and tied to the source documents that created it.

Document-Heavy Review Teams

Who need review history, approval gates, and a defensible audit trail before any AI output reaches production.

Operations Teams

Reviewing SOPs, protocols, deviations, CAPA, audit evidence, and regulatory documents where every AI output must be traceable and approved.

Regulated Review Teams

Teams that need source-linked findings, human approval gates, reason-for-change capture, and exportable Review Evidence Packages.

Start with a document workflow review

Bring one document-heavy process. We will map where your team reviews, approves, and defends critical documents, then identify where controlled AI can help without losing human control or source traceability.