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Forge

Product

One platform for the work between your systems

Most operational work lives in the gaps — the handoffs between a form, a warehouse, a model and a person who has to decide. Forge gives that work a home: a typed workflow, an owner, a version history and a measurable cost.

What Forge actually does

Forge takes a process that currently runs on inboxes, spreadsheets and tribal knowledge, and turns it into a versioned pipeline. Each step is explicit. Each run is inspectable. Each decision — automated or human — leaves a trace.

Explicit
No hidden cron jobs. Every step is declared.
Versioned
Diff any two revisions and roll back in one click.
Measured
Cost, latency and accuracy attached to each step.

forge / builder — invoice-intake

  1. 01Receive documentTrigger
  2. 02Validate schemaRule
  3. 03Extract line itemsIntelligence
  4. 04Match purchase orderRule
  5. 05Human reviewQueue
  6. 06Write to ledgerAction
Demo interface: the workflow builder, showing a six-step intake pipeline with a human review branch.

Automation

Long-running processes that survive reality

Real business processes wait on people, rate limits and third-party outages. Forge workflows are durable: they pause for days, resume exactly where they stopped, and retry with backoff instead of dropping work on the floor.

  • Durable execution with automatic checkpointing
  • Branching, parallel fan-out and conditional joins
  • Idempotency keys so a replay never double-charges
  • SLA timers that escalate before a deadline, not after

forge / runs

RunDetailState
run_9f21ac6 steps · 1.4sCompleted
run_9f21ab6 steps · 2.2sCompleted
run_9f21aa4 steps · waitingRunning
run_9f21995 steps · escalatedIn review
run_9f21986 steps · 1.1sCompleted
Demo interface: a run list showing durable executions with retry and escalation states.

Intelligence

Models as steps, not as magic

An intelligence step is just a typed function with a prompt, a schema and an evaluation set. Because the contract is explicit, you can swap models, compare them on your own data and pin the one that wins.

  • Structured output validated against a schema before it moves on
  • Retrieval over your own indexed sources with citations
  • Confidence thresholds that route uncertain work to a person
  • Offline evaluation runs against a labelled golden set

forge / evaluations

Cost per run

$0.041

Accuracy vs review

96.7%

Stepp95 latencyShare of cost
extract-line-items2.9s61%
match-purchase-order0.4s12%
validate-schema0.1s3%
Demo interface: evaluation results comparing two model revisions across accuracy and cost.

Integrations

Connected to the systems that hold the truth

Forge does not want to be your database. It reads and writes through typed connectors, holds scoped credentials in a managed vault, and tells you loudly when an upstream schema changes.

  • Warehouse, object storage, queue and HTTP connectors
  • Scoped, rotatable credentials — never a shared admin key
  • Schema drift detection with a failing check, not a silent null
  • Outbound webhooks with signing, retry and replay

forge / connections

ConnectionScopeStatus
warehouse.analyticsRead / writeHealthy
object-store.documentsRead / writeHealthy
erp.purchase-ordersRead / writeSchema drift
queue.carrier-eventsRead / writeHealthy
webhook.notificationsRead / writeHealthy
Demo interface: the connection directory with credential scope and health status.

Analytics

Operational numbers, not vanity numbers

Every run emits structured telemetry. You can answer the questions that actually get asked in a review: what did this process cost last month, where did it get slow, and which step is producing the errors.

  • Cost and latency attributed per step and per model call
  • Throughput and queue depth with historical baselines
  • Accuracy tracked against human corrections over time
  • Exportable to your own warehouse for further analysis

forge / analytics

Cost per run

$0.041

Accuracy vs review

96.7%

Stepp95 latencyShare of cost
extract-line-items2.9s61%
match-purchase-order0.4s12%
validate-schema0.1s3%
Demo interface: throughput and cost analytics broken down by workflow step.

Collaboration

Operators and engineers in the same workspace

The people who understand the process are rarely the people who can deploy it. Forge gives both a real seat: engineers work in code and CI, operators work in the console, and both edit the same versioned definition.

  • Draft, review and publish states with named approvers
  • Comments anchored to a specific step revision
  • Review queues with full run context and one-click correction
  • Change history readable by someone who was not in the room

forge / activity

  • R. Iyer published invoice-intake v14

    2m
  • System escalated run_9f2199 to review

    9m
  • N. Berkoff approved rule change in matching

    41m
  • System detected schema drift on erp.purchase-orders

    1h
  • H. Lindstrom corrected 3 runs in the review queue

    2h
Demo interface: a change feed showing publishes, approvals and review-queue corrections.

Security

Governance that does not slow the build

Access control, secret handling and audit are part of the runtime rather than a layer bolted on afterwards. See the full detail on the security page.

  • Role-based access down to a single workflow
  • Secrets held in a managed vault, never in a step definition
  • Immutable audit events for every publish, run and override
  • Configurable retention and residency per workspace
Read the security overview

Outcomes

What teams report after the first quarter

Illustrative demo figures written for this template. Replace them with your own measured results.

Typical first workflow in production
6 weeks

Demo engagement average

Runs completed with no human touch
78%

Illustrative figure

More work handled per operator
3.4×

Illustrative figure

Next step

Bring a process, leave with a plan

Pick the workflow that costs your team the most hours this quarter. We will map it end to end and show you exactly which steps Forge can take over.