SoranoAI

Prediction-infrastructure company whose software sits on top of the forecasting systems a customer already runs (revenue, demand, energy, markets, risk and weather), learns where they go wrong and continuously corrects their output, delivered to software by API and to AI agents by MCP.

StageUndisclosed

Founded2025

HeadquartersSan Francisco, USA

StatusPrivate

Founded — sorano.co · 19 Oct 2026

sorano.co

Product

Selected offerings — the AI products recorded here, not the vendor's full catalogue.

Sorano forecast improvement layer API service

Forecast-improvement layer that monitors how an existing forecast performs against what happens, learns its consistent errors and corrects its output without replacing the customer's models; connected by an API for software and MCP for agents, shown on weather models where it improved all seven leading models tested; offered through the team with no published price.

Similar products 16

No sourced competitor yet: no filing, vendor document or measured-market report read so far names a rival for this company, so none is asserted. The companies below are the closest by what their products do.

How this list is ranked ↗

All 16Shared product type 4Same company status 11

hardware intelligenceUndisclosedOverlaps on data analysis and evaluation and observability; scale not recorded for either; ships developer tool rather than the same layer.2 of 2 capabilitiesDifferent layerCompare D

DXUndisclosedOverlaps on data analysis and evaluation and observability; scale not recorded for either.2 of 2 capabilitiesShared product typeCompare F

ForetellixUndisclosedOverlaps on data analysis and evaluation and observability; scale not recorded for either; ships developer tool and platform rather than the same layer.2 of 2 capabilitiesDifferent layerCompare C

CognigyAcquiredOverlaps on data analysis and evaluation and observability; SoranoAI's scale not recorded; Cognigy is acquired, with no independent scale; ships agent platform, application and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare P

PointFiveEarly-stageOverlaps on data analysis and evaluation and observability; scale not recorded for either; ships AI agent and platform rather than the same layer.2 of 2 capabilitiesDifferent layerCompare S

SierraLate-stageOverlaps on data analysis and evaluation and observability; SoranoAI's scale not recorded; ships AI agent, application and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare Y

Yellow.aiUndisclosedOverlaps on data analysis and evaluation and observability; scale not recorded for either; ships AI agent, agent platform and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare F

FinAcquiredOverlaps on data analysis and evaluation and observability; SoranoAI's scale not recorded; Fin is acquired, with no independent scale.2 of 2 capabilitiesShared product typeCompare F

ForethoughtAcquiredOverlaps on data analysis and evaluation and observability; SoranoAI's scale not recorded; Forethought is acquired, with no independent scale; ships AI agent, agent platform and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare L

LivePersonAcquiredOverlaps on data analysis and evaluation and observability; SoranoAI's scale not recorded; LivePerson is acquired, with no independent scale; ships AI agent, agent platform and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare TC

The Context CompanyUndisclosedOverlaps on data analysis and evaluation and observability; scale not recorded for either; ships platform rather than the same layer.2 of 2 capabilitiesDifferent layerCompare HA

Hume AIUndisclosedOverlaps on data analysis and evaluation and observability; scale not recorded for either.2 of 2 capabilitiesShared product typeCompare N

NiCEPublicOverlaps on data analysis and evaluation and observability; SoranoAI's scale not recorded; ships AI agent, agent platform and 3 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare L

LangWatchUndisclosedOverlaps on data analysis and evaluation and observability; scale not recorded for either.2 of 2 capabilitiesShared product typeCompare CM

Comet MLEarly-stageOverlaps on data analysis and evaluation and observability; scale not recorded for either; ships AI agent, application and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare AA

Arize AIUndisclosedOverlaps on data analysis and evaluation and observability; scale not recorded for either; ships AI agent, developer tool and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare

Show all 16 related companiesShow fewer

Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.